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General and legal domain LLMs have demonstrated strong performance in various tasks of LegalAI.
Cail2019-scm: A dataset of similar case matching in legal domain
Chaojun Xiao, Haoxi Zhong, Zhipeng Guo, Cunchao Tu, Zhiyuan Liu, Maosong Sun, Tianyang Zhang, Xianpei Han, Zhen Hu, Heng Wang, et al. 2019 · 1911
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Legal syllogism and rationality of judicial decision
Jerzy Wróblewski. 1974 · 1974
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How does nlp benefit legal system: A summary of legal artificial intelligence
Haoxi Zhong, Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, and Maosong Sun. 2020b · 2004
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Logic in the law
Edwin W Patterson. 2013 · 2013
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Few-shot charge prediction with discriminative legal attributes
Zikun Hu, Xiang Li, Cunchao Tu, Zhiyuan Liu, and Maosong Sun. 2018 · 2018
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Cail2018: A large-scale legal dataset for judgment prediction
Chaojun Xiao, Haoxi Zhong, Zhipeng Guo, Cunchao Tu, Zhiyuan Liu, Maosong Sun, Yansong Feng, Xianpei Han, Zhen Hu, Heng Wang, et al. 2018 · 2018
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Cjrc: A reliable human-annotated benchmark dataset for chinese judicial reading comprehension
Xingyi Duan, Baoxin Wang, Ziyue Wang, Wentao Ma, Yiming Cui, Dayong Wu, Shijin Wang, Ting Liu, Tianxiang Huo, Zhen Hu, et al. 2019 · 2019
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Text summarization from legal documents: a survey
Ambedkar Kanapala, Sukomal Pal, and Rajendra Pamula. 2019 · 2019
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De-biased court’s view generation with causality
Yiquan Wu, Kun Kuang, Yating Zhang, Xiaozhong Liu, Changlong Sun, Jun Xiao, Yueting Zhuang, Luo Si, and Fei Wu. 2020 · 2020
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Learning fine-grained fact-article correspondence in legal cases
Jidong Ge, Yunyun Huang, Xiaoyu Shen, Chuanyi Li, and Wei Hu. 2021 · 2021
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Legal judgment prediction with multi-stage case representation learning in the real court setting
Luyao Ma, Yating Zhang, Tianyi Wang, Xiaozhong Liu, Wei Ye, Changlong Sun, and Shikun Zhang. 2021 · 2021
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Cailie 1.0: A dataset for challenge of ai in law-information extraction v1. 0
Yu Cao, Yuanyuan Sun, Ce Xu, Chunnan Li, Jinming Du, and Hongfei Lin. 2022 · 2022
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Glm: General language model pretraining with autoregressive blank infilling
Zhengxiao Du, Yujie Qian, Xiao Liu, Ming Ding, Jiezhong Qiu, Zhilin Yang, and Jie Tang. 2022 · 2022
Cited alongside, same era.
Legal judgment prediction: A survey of the state of the art
Yi Feng, Chuanyi Li, and Vincent Ng. 2022 · 2022
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Case law retrieval: problems, methods, challenges and evaluations in the last 20 years
Daniel Locke and Guido Zuccon. 2022 · 2022
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Legal information retrieval systems: State-of-the-art and open issues
Carlo Sansone and Giancarlo Sperlí. 2022 · 2022
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Recognition of chinese legal elements based on transfer learning and semantic relevance
Dian Zhang, Hewei Zhang, Long Wang, Jiamei Cui, Wen Zheng, et al. 2022a · 2022
Cited alongside, same era.
Alpacaeval: An automatic evaluator of instruction-following models
Xuechen Li, Tianyi Zhang, Yann Dubois, Rohan Taori, Ishaan Gulrajani, Carlos Guestrin, Percy Liang, and Tatsunori B. Hashimoto. 2023 · 2023
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Lawgpt: 中文法律对话语言模型
Hongcheng Liu, Yusheng Liao, Yutong Meng, and Yuhao Wang. 2023 · 2023
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OpenAI. 2023 · 2023
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Lawgpt: 基于中文法律知识的大语言模型
Song Pengxiao, Zhou Zhi, and cainiao. 2023 · 2023
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Quinten Steenhuis, David Colarusso, and Bryce Willey. 2023 · 2023
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Large language models in cryptocurrency securities cases: Can chatgpt replace lawyers?
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Baichuan. 2023 · 2023
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How to use large language models for empirical legal research
Jonathan H Choi. 2023 · 2023
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Alpacafarm: A simulation framework for methods that learn from human feedback
Yann Dubois, Xuechen Li, Rohan Taori, Tianyi Zhang, Ishaan Gulrajani, Jimmy Ba, Carlos Guestrin, Percy Liang, and Tatsunori B. Hashimoto. 2023 · 2023
Cited alongside, same era.
Lawbench: Benchmarking legal knowledge of large language models
Zhiwei Fei, Xiaoyu Shen, Dawei Zhu, Fengzhe Zhou, Zhuo Han, Songyang Zhang, Kai Chen, Zongwen Shen, and Jidong Ge. 2023 · 2023
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Can chatgpt improve investment decision? from a portfolio management perspective
Hyungjin Ko and Jaewook Lee. 2023 · 2023
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Chain of reference prompting helps llm to think like a lawyer
Aditya Kuppa, Nikon Rasumov-Rahe, and Marc Voses. 2023 · 2023
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Chatlaw: Open-source legal large language model with integrated external knowledge bases
Jiaxi Cui, Zongjian Li, Yang Yan, Bohua Chen, and Li Yuan. 2023a
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Arianna Trozze, Toby Davies, and Bennett Kleinberg. 2023 · 2023
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Huatuo: Tuning llama model with chinese medical knowledge
Haochun Wang, Chi Liu, Nuwa Xi, Zewen Qiang, Sendong Zhao, Bing Qin, and Ting Liu. 2023 · 2023
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fuzi.mingcha
Shiguang Wu, Zhongkun Liu, Zhen Zhang, Zheng Chen, Wentao Deng, Wenhao Zhang, Jiyuan Yang, Zhitao Yao, Yougang Lyu, Xin Xin, Shen Gao, Pengjie Ren, Zhaochun Ren, and Zhumin Chen. 2023 · 2023
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Pixiu: A large language model, instruction data and evaluation benchmark for finance
Qianqian Xie, Weiguang Han, Xiao Zhang, Yanzhao Lai, Min Peng, Alejandro Lopez-Lira, and Jimin Huang. 2023 · 2023
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Disc-lawllm: Fine-tuning large language models for intelligent legal services
Shengbin Yue, Wei Chen, Siyuan Wang, Bingxuan Li, Chenchen Shen, Shujun Liu, Yuxuan Zhou, Yao Xiao, Song Yun, Xuanjing Huang, and Zhongyu Wei. 2023 · 2023
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A survey of large language models
Wayne Xin Zhao, Kun Zhou, Junyi Li, Tianyi Tang, Xiaolei Wang, Yupeng Hou, Yingqian Min, Beichen Zhang, Junjie Zhang, Zican Dong, et al. 2023 · 2023
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